Recent short-range forecast models from agencies including China's National Meteorological Center and international ensembles project Beijing's July 8 peak temperatures clustered between 30–34 °C, consistent with typical early-July monsoon conditions featuring scattered thunderstorms that limit afternoon heating through increased cloud cover and evaporative cooling. Historical climatology places mean daily maxima near 31–32 °C, with interannual variability driven by the strength of the western Pacific subtropical high and local urban heat-island effects. The closely matched market probabilities around 31–33 °C reflect residual uncertainty in convective timing and intensity, which can shift the daily high by 1–2 °C depending on whether storms develop before or after peak insolation; updated model runs and official bulletins over the next 48 hours will likely refine these ranges further.